{
  "date": "2026-08-12",
  "charts": {
    "daily_cost_acp": [
      {
        "date": "2026-08-12",
        "cost": 60.2303,
        "acp_interactions": 127,
        "workspace_count": 31,
        "active_users": 18
      }
    ],
    "team_cost_bar": [
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "cost": 20.8516,
        "acp_interactions": 8,
        "workspace_count": 3,
        "active_users": 2
      },
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "cost": 14.7202,
        "acp_interactions": 73,
        "workspace_count": 9,
        "active_users": 3
      },
      {
        "team": "Intelligent Support Enablement",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support Enablement",
        "cost": 8.3711,
        "acp_interactions": 8,
        "workspace_count": 4,
        "active_users": 1
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "cost": 7.3537,
        "acp_interactions": 8,
        "workspace_count": 3,
        "active_users": 2
      },
      {
        "team": "Observability & Diagnostics Service",
        "team_path": "Engineering Group / Database Service Engineering / Observability & Diagnostics Service",
        "cost": 5.151,
        "acp_interactions": 13,
        "workspace_count": 5,
        "active_users": 2
      },
      {
        "team": "Presales",
        "team_path": "NA & EMEA Business Group / EMEA / Presales",
        "cost": 1.6035,
        "acp_interactions": 1,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "cost": 1.0916,
        "acp_interactions": 11,
        "workspace_count": 6,
        "active_users": 4
      },
      {
        "team": "SQL Optimization & Execution",
        "team_path": "Engineering Group / Database Service Engineering / Intelligent Query Processing Service / SQL Optimization & Execution",
        "cost": 0.9507,
        "acp_interactions": 3,
        "workspace_count": 1,
        "active_users": 1
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "cost": 0.1239,
        "acp_interactions": 2,
        "workspace_count": 2,
        "active_users": 2
      },
      {
        "team": "(unknown)",
        "team_path": "(unknown)",
        "cost": 0.0,
        "acp_interactions": 0,
        "workspace_count": 1,
        "active_users": 0
      }
    ],
    "team_ratio_scatter": [
      {
        "team": "KV Service",
        "team_path": "Engineering Group / Storage Service Engineering / KV Service",
        "x": 2.6667,
        "y": 2.6065,
        "size": 3,
        "cost": 20.8516
      },
      {
        "team": "Technical Service",
        "team_path": "Japan Business Group / Technical Service",
        "x": 8.1111,
        "y": 0.2016,
        "size": 9,
        "cost": 14.7202
      },
      {
        "team": "Intelligent Support Enablement",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support Enablement",
        "x": 2.0,
        "y": 1.0464,
        "size": 4,
        "cost": 8.3711
      },
      {
        "team": "Advanced Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Advanced Intelligent Support",
        "x": 2.6667,
        "y": 0.9192,
        "size": 3,
        "cost": 7.3537
      },
      {
        "team": "Observability & Diagnostics Service",
        "team_path": "Engineering Group / Database Service Engineering / Observability & Diagnostics Service",
        "x": 2.6,
        "y": 0.3962,
        "size": 5,
        "cost": 5.151
      },
      {
        "team": "Presales",
        "team_path": "NA & EMEA Business Group / EMEA / Presales",
        "x": 1.0,
        "y": 1.6035,
        "size": 1,
        "cost": 1.6035
      },
      {
        "team": "Intelligent Support",
        "team_path": "Engineering Group / Global Support Intelligence / Intelligent Support",
        "x": 1.8333,
        "y": 0.0992,
        "size": 6,
        "cost": 1.0916
      },
      {
        "team": "SQL Optimization & Execution",
        "team_path": "Engineering Group / Database Service Engineering / Intelligent Query Processing Service / SQL Optimization & Execution",
        "x": 3.0,
        "y": 0.3169,
        "size": 1,
        "cost": 0.9507
      },
      {
        "team": "Technical Account Management",
        "team_path": "APAC Business Group / Customer Success & Alliances / Technical Account Management",
        "x": 1.0,
        "y": 0.062,
        "size": 2,
        "cost": 0.1239
      },
      {
        "team": "(unknown)",
        "team_path": "(unknown)",
        "x": 0.0,
        "y": null,
        "size": 1,
        "cost": 0.0
      }
    ],
    "message_category_stack": [
      {
        "team": "KV Service",
        "category": "Ad hoc 查询",
        "count": 3
      },
      {
        "team": "KV Service",
        "category": "产出物迭代",
        "count": 2
      },
      {
        "team": "KV Service",
        "category": "未归类",
        "count": 2
      },
      {
        "team": "KV Service",
        "category": "诊断启动",
        "count": 1
      },
      {
        "team": "Technical Service",
        "category": "Ad hoc 查询",
        "count": 28
      },
      {
        "team": "Technical Service",
        "category": "产出物迭代",
        "count": 27
      },
      {
        "team": "Technical Service",
        "category": "未归类",
        "count": 4
      },
      {
        "team": "Technical Service",
        "category": "查询纠偏",
        "count": 3
      },
      {
        "team": "Technical Service",
        "category": "流程控制/确认",
        "count": 2
      },
      {
        "team": "Technical Service",
        "category": "背景补充",
        "count": 4
      },
      {
        "team": "Technical Service",
        "category": "解释追问",
        "count": 7
      },
      {
        "team": "Technical Service",
        "category": "诊断启动",
        "count": 4
      },
      {
        "team": "Intelligent Support Enablement",
        "category": "未归类",
        "count": 2
      },
      {
        "team": "Intelligent Support Enablement",
        "category": "流程控制/确认",
        "count": 1
      },
      {
        "team": "Intelligent Support Enablement",
        "category": "解释追问",
        "count": 4
      },
      {
        "team": "Intelligent Support Enablement",
        "category": "诊断启动",
        "count": 1
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 1
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "流程控制/确认",
        "count": 2
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "背景补充",
        "count": 1
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "诊断启动",
        "count": 4
      },
      {
        "team": "Advanced Intelligent Support",
        "category": "诊断纠偏",
        "count": 1
      },
      {
        "team": "Observability & Diagnostics Service",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "Observability & Diagnostics Service",
        "category": "产出物迭代",
        "count": 1
      },
      {
        "team": "Observability & Diagnostics Service",
        "category": "方法论/能力咨询",
        "count": 1
      },
      {
        "team": "Observability & Diagnostics Service",
        "category": "解释追问",
        "count": 1
      },
      {
        "team": "Observability & Diagnostics Service",
        "category": "诊断启动",
        "count": 7
      },
      {
        "team": "Observability & Diagnostics Service",
        "category": "诊断纠偏",
        "count": 1
      },
      {
        "team": "Presales",
        "category": "Ad hoc 查询",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "Ad hoc 查询",
        "count": 3
      },
      {
        "team": "Intelligent Support",
        "category": "产出物迭代",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "未归类",
        "count": 1
      },
      {
        "team": "Intelligent Support",
        "category": "流程控制/确认",
        "count": 1
      },
      {
        "team": "SQL Optimization & Execution",
        "category": "Ad hoc 查询",
        "count": 2
      },
      {
        "team": "SQL Optimization & Execution",
        "category": "流程控制/确认",
        "count": 1
      },
      {
        "team": "Technical Account Management",
        "category": "Ad hoc 查询",
        "count": 2
      }
    ],
    "user_behavior_quadrant": [
      {
        "user_email": "chenqingjing@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 5.9359,
        "mode": "低频低轮次"
      },
      {
        "user_email": "cherubin.j@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.4747,
        "mode": "低频低轮次"
      },
      {
        "user_email": "cong.cao@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.1239,
        "mode": "低频低轮次"
      },
      {
        "user_email": "debin.jia@pingcap.com",
        "x": 2,
        "y": 2.5,
        "cost": 2.4589,
        "mode": "高频低轮次"
      },
      {
        "user_email": "likun@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 1.6035,
        "mode": "低频低轮次"
      },
      {
        "user_email": "lingtao.li@pingcap.com",
        "x": 2,
        "y": 5.0,
        "cost": 4.8133,
        "mode": "高频高轮次"
      },
      {
        "user_email": "peiliang.liu@pingcap.com",
        "x": 0,
        "y": 0.0,
        "cost": 0.0,
        "mode": "低频低轮次"
      },
      {
        "user_email": "qizheng@pingcap.com",
        "x": 2,
        "y": 2.5,
        "cost": 1.4178,
        "mode": "高频低轮次"
      },
      {
        "user_email": "shentaining@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 18.3927,
        "mode": "低频低轮次"
      },
      {
        "user_email": "shigeyuki.fujishima@pingcap.com",
        "x": 3,
        "y": 2.3333,
        "cost": 1.8137,
        "mode": "高频低轮次"
      },
      {
        "user_email": "takahiko.miyasaka@pingcap.com",
        "x": 5,
        "y": 12.0,
        "cost": 12.2854,
        "mode": "高频高轮次"
      },
      {
        "user_email": "tongzhigao@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 0.9507,
        "mode": "低频低轮次"
      },
      {
        "user_email": "wai.ho@pingcap.com",
        "x": 3,
        "y": 1.6667,
        "cost": 0.4084,
        "mode": "高频低轮次"
      },
      {
        "user_email": "wangkang@pingcap.com",
        "x": 4,
        "y": 2.0,
        "cost": 8.3711,
        "mode": "高频低轮次"
      },
      {
        "user_email": "weizhin.lim@pingcap.com",
        "x": 1,
        "y": 4.0,
        "cost": 0.1058,
        "mode": "低频高轮次"
      },
      {
        "user_email": "xuhuaiyu@pingcap.com",
        "x": 1,
        "y": 3.0,
        "cost": 0.3377,
        "mode": "低频低轮次"
      },
      {
        "user_email": "yahonda@pingcap.com",
        "x": 1,
        "y": 6.0,
        "cost": 0.6211,
        "mode": "低频高轮次"
      },
      {
        "user_email": "yikai.puah@pingcap.com",
        "x": 1,
        "y": 1.0,
        "cost": 0.1027,
        "mode": "低频低轮次"
      }
    ]
  }
}